Combining activity recognition and AI planning for energy-saving offices

Proceedings - IEEE 10th International Conference on Ubiquitous Intelligence and Computing, UIC 2013 and IEEE 10th International Conference on Autonomic and Trusted Computing, ATC 2013

Volumn , Issue , 2013, Pages 238-245

  Georgievski, Ilche ^a   Nguyen, Tuan Anh ^a   Aiello, Marco ^a  

^a UNIVERSITY OF GRONINGEN   (Netherlands)

Author keywords

Activity recognition; AI planning; Building offices; Energy saving

Indexed keywords

EID: 84894200434     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/UIC-ATC.2013.106     Document Type: Conference Paper

References (26)

1. E. Kaldeli, E. U. Warriach, A. Lazovik, and M. Aiello, "Coordinating the Web of Services for a Smart Home," ACM Tran. on the Web, vol. 7, no. 2, 2013.
2. T. A. Nguyen and M. Aiello, "Energy Intelligent Buildings based on User Activity: a Survey," Ener. and Build., vol. 56, pp. 244-257, 2013.
3. A. Barbato, L. Borsani, A. Capone, and S. Melzi, "Home Energy Saving through a User Profiling System based on Wireless Sensors," in Proc. of the 1st ACM Workshop on Embed. Sens. Sys. for Energy-Efficiency in Build., 2009, pp. 49-54.
4. V. L. Erickson, M. A. Carreira-Perpinan, and A. E. Cerpa, "OBSERVE: Occupancy-based System for Efficient Reduction of HVAC Energy," in Proc. of the 10th Inter. Conf. on Info. Processing in Sensor Networks.
5. C. Harris and V. Cahill, "Exploiting User Behaviour for Context-Aware Power Management," in Proc. of the Inter. Conf. on Wireless And Mobile Comp., Net. And Commu., vol. 4, 2005, pp. 122-130.
6. I. Horrocks, P. F. Patel-Schneider, and F. Van Harmelen, "From SHIQ and RDF to OWL: The Making of a Web Ontology Language," Web Semantics: Science, Services and Agents on the World Wide Web, vol. 1, no. 1, pp. 7-26, 2003.
7. L. Chen, C. D. Nugent, and H. Wang, "A Knowledge-Driven Approach to Activity Recognition in Smart Homes," IEEE Trans. on Knowl. and Data Eng., vol. 24, no. 6, pp. 961-974, 2012.
8. D. Riboni and C. Bettini, "COSAR: Hybrid Reasoning for Context-Aware Activity Recognition," Pers. Ubiq. Comput., vol. 15, no. 3, pp. 271-289, 2011.
9. F. Amigoni, N. Gatti, C. Pinciroli, and M. Roveri, "What Planner for Ambient Intelligence Applications?" IEEE Trans. on Sys., Man and Cyb., Part A: Systems and Humans, vol. 35, no. 1, pp. 7-21, 2005.
10. A. Ranganathan and R. H. Campbell, "Autonomic Pervasive Computing Based on Planning," in Proc. of the 1st Inter. Conf. on Autonomic Computing, 2004, pp. 80-87.
11. M. Vukovic, E. Kotsovinos, and P. Robinson, "An architecture for rapid, on-demand service composition," Service Oriented Comp. and App., vol. 1, no. 4, pp. 197-212, 2007.
12. I. Sanchez-Garzon, G. Milla-Millan, and J. Fernandez-Olivares, "Context-Aware Generation and Adaptive Execution of Daily Living Care Pathways.
13. T. A. Nguyen, A. Raspitzu, and M. Aiello, "Ontology-based Office Activity Recognition with Applications for Energy Savings," Journal of Ambient Intelligence and Humanized Computing, pp. 1-15, 2013.
14. F. Baader and W. Nutt, "Basic Description Logics," in Description logic handbook, 2003, pp. 43-95.
15. I. Georgievski and M. Aiello, "An Overview of Hierarchical Task Network Planning," Uni. of Groningen, JBI Preprint 2012-12-5, 2012.
16. (2013) Advantic Sys. [Online]. Available: http://www.advanticsys.com
17. (2013) Plugwise. [Online]. Available: http://www.plugwise.com
18. I. Georgievski, V. Degeler, G. A. Pagani, T. A. Nguyen, A. Lazovik, and M. Aiello, "Optimizing Energy Costs for Offices Connected to the Smart Grid," IEEE Trans. on Smart Grid, vol. 3, pp. 2273-2285, 2012.
19. A. Videla and J. J. Williams, RabbitMQ in Action. Manning, 2012.
20. (2013) AMQP Messaging System. [Online]. Available: http://www. amqp.org
21. (2013) Protege. [Online]. Available: http://protege.stanford.edu
22. (2013) HermiT Reasoner. [Online]. Available: http://hermit-reasoner. com
23. I. Georgievski, "HPDL: Hierarchical Planning Definition Language," Uni. of Groningen, JBI Preprint 2013-12-3, 2013.
24. Y. Agarwal, S. Savage, and R. Gupta, "Sleepserver: A Softwareonly Approach for Reducing the Energy Consumption of pcs within Enterprise Environments," in Proc. of the 2010 USENIX Conf. on USENIX annual technical conference, 2010, pp. 22-36.
25. European Committee for Standardization, "EN-12464-1-2011: Light and Lighting-Lighting of Work Places-Part 1: Indoor Work Places," Official Journal of the European Union, 2011.
26. (2013) Freemeteo Weather Report Site. [Online]. Available: http: //www.freemeteo.com